Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	6939
Missing cells	72646
Missing cells (%)	52.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.1 MiB
Average record size in memory	160.0 B

Variable types

Numeric	18
Categorical	2

Alerts

`Country Name` has a high cardinality: 217 distinct values	High cardinality
`CPI human resources` is highly correlated with `CPIA gender equality` and 1 other fields	High correlation
`CPIA gender equality` is highly correlated with `CPI human resources` and 5 other fields	High correlation
`CPIA social protection` is highly correlated with `CPI human resources` and 2 other fields	High correlation
`fertility rate` is highly correlated with `CPIA gender equality` and 5 other fields	High correlation
`intentional homicides` is highly correlated with `poverty gap` and 1 other fields	High correlation
`literacy rate` is highly correlated with `CPIA gender equality` and 4 other fields	High correlation
`poverty gap` is highly correlated with `CPIA gender equality` and 6 other fields	High correlation
`unpaid domestic` is highly correlated with `CPIA social protection` and 1 other fields	High correlation
`primary enrollment` is highly correlated with `CPIA gender equality` and 4 other fields	High correlation
`teenage mothers` is highly correlated with `fertility rate` and 4 other fields	High correlation
`married by 18` is highly correlated with `fertility rate` and 4 other fields	High correlation
`CPI human resources` is highly correlated with `CPIA gender equality` and 1 other fields	High correlation
`CPIA gender equality` is highly correlated with `CPI human resources` and 6 other fields	High correlation
`CPIA social protection` is highly correlated with `CPI human resources` and 2 other fields	High correlation
`fertility rate` is highly correlated with `CPIA gender equality` and 6 other fields	High correlation
`intentional homicides` is highly correlated with `teenage mothers`	High correlation
`literacy rate` is highly correlated with `CPIA gender equality` and 5 other fields	High correlation
`poverty gap` is highly correlated with `CPIA gender equality` and 6 other fields	High correlation
`unpaid domestic` is highly correlated with `CPIA social protection`	High correlation
`gender parity index` is highly correlated with `CPIA gender equality` and 5 other fields	High correlation
`primary enrollment` is highly correlated with `CPIA gender equality` and 5 other fields	High correlation
`teenage mothers` is highly correlated with `fertility rate` and 3 other fields	High correlation
`married by 18` is highly correlated with `fertility rate` and 5 other fields	High correlation
`CPI human resources` is highly correlated with `CPIA gender equality` and 1 other fields	High correlation
`CPIA gender equality` is highly correlated with `CPI human resources`	High correlation
`CPIA social protection` is highly correlated with `CPI human resources`	High correlation
`fertility rate` is highly correlated with `literacy rate` and 1 other fields	High correlation
`literacy rate` is highly correlated with `fertility rate` and 1 other fields	High correlation
`poverty gap` is highly correlated with `fertility rate` and 1 other fields	High correlation
`teenage mothers` is highly correlated with `married by 18`	High correlation
`married by 18` is highly correlated with `teenage mothers`	High correlation
`df_index` is highly correlated with `teenage mothers` and 1 other fields	High correlation
`CPI human resources` is highly correlated with `CPIA gender equality` and 4 other fields	High correlation
`CPIA gender equality` is highly correlated with `CPI human resources` and 6 other fields	High correlation
`CPIA social protection` is highly correlated with `CPI human resources` and 3 other fields	High correlation
`management` is highly correlated with `CPIA gender equality` and 5 other fields	High correlation
`fertility rate` is highly correlated with `CPIA gender equality` and 7 other fields	High correlation
`intentional homicides` is highly correlated with `teenage mothers`	High correlation
`labor force` is highly correlated with `CPIA gender equality` and 8 other fields	High correlation
`literacy rate` is highly correlated with `management` and 8 other fields	High correlation
`poverty gap` is highly correlated with `CPIA gender equality` and 8 other fields	High correlation
`unpaid domestic` is highly correlated with `CPI human resources` and 6 other fields	High correlation
`gender parity index` is highly correlated with `CPI human resources` and 7 other fields	High correlation
`primary enrollment` is highly correlated with `CPI human resources` and 9 other fields	High correlation
`teenage mothers` is highly correlated with `df_index` and 8 other fields	High correlation
`married by 18` is highly correlated with `df_index` and 7 other fields	High correlation
`labor category` is highly correlated with `labor force` and 3 other fields	High correlation
`CPI human resources` has 5722 (82.5%) missing values	Missing
`CPIA gender equality` has 5722 (82.5%) missing values	Missing
`CPIA social protection` has 5730 (82.6%) missing values	Missing
`employers` has 1516 (21.8%) missing values	Missing
`management` has 5924 (85.4%) missing values	Missing
`fertility rate` has 755 (10.9%) missing values	Missing
`intentional homicides` has 4863 (70.1%) missing values	Missing
`labor force` has 955 (13.8%) missing values	Missing
`literacy rate` has 6091 (87.8%) missing values	Missing
`poverty gap` has 5228 (75.3%) missing values	Missing
`parliment seats` has 2420 (34.9%) missing values	Missing
`unpaid domestic` has 6762 (97.4%) missing values	Missing
`gender parity index` has 2265 (32.6%) missing values	Missing
`primary enrollment` has 4702 (67.8%) missing values	Missing
`teenage mothers` has 6599 (95.1%) missing values	Missing
`married by 18` has 6437 (92.8%) missing values	Missing
`labor category` has 955 (13.8%) missing values	Missing
`df_index` is uniformly distributed	Uniform
`Country Name` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`intentional homicides` has 121 (1.7%) zeros	Zeros
`parliment seats` has 181 (2.6%) zeros	Zeros

Reproduction

Analysis started	2022-05-28 01:19:58.774671
Analysis finished	2022-05-28 01:20:42.584094
Duration	43.81 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	6939
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6724.60513

Minimum	30
Maximum	13405
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	30
5-th percentile	676.9
Q1	3384.5
median	6718
Q3	10072.5
95-th percentile	12758.1
Maximum	13405
Range	13375
Interquartile range (IQR)	6688

Descriptive statistics

Standard deviation	3868.857506
Coefficient of variation (CV)	0.5753285778
Kurtosis	-1.199503177
Mean	6724.60513
Median Absolute Deviation (MAD)	3348
Skewness	-0.002850952279
Sum	46662035
Variance	14968058.4
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	1	< 0.1%
8951	1	< 0.1%
8962	1	< 0.1%
8961	1	< 0.1%
8960	1	< 0.1%
8959	1	< 0.1%
8958	1	< 0.1%
8957	1	< 0.1%
8956	1	< 0.1%
8955	1	< 0.1%
Other values (6929)	6929	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	1	< 0.1%
31	1	< 0.1%
32	1	< 0.1%
33	1	< 0.1%
34	1	< 0.1%
35	1	< 0.1%
36	1	< 0.1%
37	1	< 0.1%
38	1	< 0.1%
39	1	< 0.1%

Value	Count	Frequency (%)
13405	1	< 0.1%
13404	1	< 0.1%
13403	1	< 0.1%
13402	1	< 0.1%
13401	1	< 0.1%
13400	1	< 0.1%
13399	1	< 0.1%
13398	1	< 0.1%
13397	1	< 0.1%
13396	1	< 0.1%

Country Name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	217
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	54.3 KiB

Afghanistan	32
Myanmar	32
Nauru	32
Nepal	32
Netherlands	32
Other values (212)	6779

Length

Max length	30
Median length	22
Mean length	9.658884565
Min length	4

Characters and Unicode

Total characters	67023
Distinct characters	58
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Afghanistan
2nd row	Afghanistan
3rd row	Afghanistan
4th row	Afghanistan
5th row	Afghanistan

Common Values

Value	Count	Frequency (%)
Afghanistan	32	0.5%
Myanmar	32	0.5%
Nauru	32	0.5%
Nepal	32	0.5%
Netherlands	32	0.5%
New Caledonia	32	0.5%
New Zealand	32	0.5%
Nicaragua	32	0.5%
Niger	32	0.5%
Nigeria	32	0.5%
Other values (207)	6619	95.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
islands	286	2.8%
and	256	2.5%
rep	224	2.2%
republic	192	1.9%
st	127	1.3%
china	96	1.0%
arab	96	1.0%
the	96	1.0%
new	96	1.0%
guinea	96	1.0%
Other values (255)	8534	84.5%

Most occurring characters

Value	Count	Frequency (%)
a	9494	14.2%
i	5182	7.7%
n	5175	7.7%
e	4602	6.9%
r	3704	5.5%
o	3325	5.0%
	3160	4.7%
s	2395	3.6%
u	2368	3.5%
t	2364	3.5%
Other values (48)	25254	37.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	52549	78.4%
Uppercase Letter	10037	15.0%
Space Separator	3160	4.7%
Other Punctuation	1023	1.5%
Open Punctuation	95	0.1%
Close Punctuation	95	0.1%
Dash Punctuation	64	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	9494	18.1%
i	5182	9.9%
n	5175	9.8%
e	4602	8.8%
r	3704	7.0%
o	3325	6.3%
s	2395	4.6%
u	2368	4.5%
t	2364	4.5%
l	2364	4.5%
Other values (16)	11576	22.0%

Uppercase Letter

Value	Count	Frequency (%)
S	1119	11.1%
C	800	8.0%
M	797	7.9%
B	736	7.3%
R	704	7.0%
A	672	6.7%
I	637	6.3%
G	575	5.7%
T	512	5.1%
P	448	4.5%
Other values (15)	3037	30.3%

Other Punctuation

Value	Count	Frequency (%)
.	543	53.1%
,	416	40.7%
'	64	6.3%

Space Separator

Value	Count	Frequency (%)
	3160	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	95	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	95	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	64	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	62586	93.4%
Common	4437	6.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	9494	15.2%
i	5182	8.3%
n	5175	8.3%
e	4602	7.4%
r	3704	5.9%
o	3325	5.3%
s	2395	3.8%
u	2368	3.8%
t	2364	3.8%
l	2364	3.8%
Other values (41)	21613	34.5%

Common

Value	Count	Frequency (%)
	3160	71.2%
.	543	12.2%
,	416	9.4%
(	95	2.1%
)	95	2.1%
-	64	1.4%
'	64	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	67023	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	9494	14.2%
i	5182	7.7%
n	5175	7.7%
e	4602	6.9%
r	3704	5.5%
o	3325	5.0%
	3160	4.7%
s	2395	3.6%
u	2368	3.5%
t	2364	3.5%
Other values (48)	25254	37.7%

year
Real number (ℝ_≥0)

Distinct	32
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2005.488831

Minimum	1990
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	1990
5-th percentile	1991
Q1	1997
median	2005
Q3	2013
95-th percentile	2020
Maximum	2021
Range	31
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	9.227700634
Coefficient of variation (CV)	0.004601222649
Kurtosis	-1.202069542
Mean	2005.488831
Median Absolute Deviation (MAD)	8
Skewness	0.0002156480745
Sum	13916087
Variance	85.15045898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1990	217	3.1%
1991	217	3.1%
2020	217	3.1%
2019	217	3.1%
2018	217	3.1%
2017	217	3.1%
2016	217	3.1%
2015	217	3.1%
2014	217	3.1%
2013	217	3.1%
Other values (22)	4769	68.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1990	217	3.1%
1991	217	3.1%
1992	217	3.1%
1993	217	3.1%
1994	217	3.1%
1995	217	3.1%
1996	217	3.1%
1997	217	3.1%
1998	217	3.1%
1999	217	3.1%

Value	Count	Frequency (%)
2021	212	3.1%
2020	217	3.1%
2019	217	3.1%
2018	217	3.1%
2017	217	3.1%
2016	217	3.1%
2015	217	3.1%
2014	217	3.1%
2013	217	3.1%
2012	217	3.1%

CPI human resources
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	8
Distinct (%)	0.7%
Missing	5722
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.523418242

Minimum	1
Maximum	4.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	1
5-th percentile	2.5
Q1	3
median	3.5
Q3	4
95-th percentile	4.5
Maximum	4.5
Range	3.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6107470755
Coefficient of variation (CV)	0.1733393635
Kurtosis	-0.03020094607
Mean	3.523418242
Median Absolute Deviation (MAD)	0.5
Skewness	-0.4312014692
Sum	4288
Variance	0.3730119902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3.5	380	5.5%
4	338	4.9%
3	226	3.3%
4.5	130	1.9%
2.5	120	1.7%
2	19	0.3%
1.5	2	< 0.1%
1	2	< 0.1%
(Missing)	5722	82.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
1.5	2	< 0.1%
2	19	0.3%
2.5	120	1.7%
3	226	3.3%
3.5	380	5.5%
4	338	4.9%
4.5	130	1.9%

Value	Count	Frequency (%)
4.5	130	1.9%
4	338	4.9%
3.5	380	5.5%
3	226	3.3%
2.5	120	1.7%
2	19	0.3%
1.5	2	< 0.1%
1	2	< 0.1%

CPIA gender equality
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	8
Distinct (%)	0.7%
Missing	5722
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.352095316

Minimum	1.5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	1.5
5-th percentile	2.5
Q1	3
median	3.5
Q3	4
95-th percentile	4.5
Maximum	5
Range	3.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6644628055
Coefficient of variation (CV)	0.198223124
Kurtosis	-0.1290391282
Mean	3.352095316
Median Absolute Deviation (MAD)	0.5
Skewness	-0.2024222719
Sum	4079.5
Variance	0.4415108199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3.5	335	4.8%
3	310	4.5%
4	261	3.8%
2.5	164	2.4%
4.5	83	1.2%
2	37	0.5%
1.5	17	0.2%
5	10	0.1%
(Missing)	5722	82.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.5	17	0.2%
2	37	0.5%
2.5	164	2.4%
3	310	4.5%
3.5	335	4.8%
4	261	3.8%
4.5	83	1.2%
5	10	0.1%

Value	Count	Frequency (%)
5	10	0.1%
4.5	83	1.2%
4	261	3.8%
3.5	335	4.8%
3	310	4.5%
2.5	164	2.4%
2	37	0.5%
1.5	17	0.2%

CPIA social protection
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	8
Distinct (%)	0.7%
Missing	5730
Missing (%)	82.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.043424318

Minimum	1
Maximum	4.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2.5
median	3
Q3	3.5
95-th percentile	4
Maximum	4.5
Range	3.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5832727823
Coefficient of variation (CV)	0.1916501682
Kurtosis	0.2833720957
Mean	3.043424318
Median Absolute Deviation (MAD)	0.5
Skewness	-0.3228528381
Sum	3679.5
Variance	0.3402071385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3.5	408	5.9%
3	339	4.9%
2.5	273	3.9%
2	87	1.3%
4	70	1.0%
4.5	18	0.3%
1	8	0.1%
1.5	6	0.1%
(Missing)	5730	82.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8	0.1%
1.5	6	0.1%
2	87	1.3%
2.5	273	3.9%
3	339	4.9%
3.5	408	5.9%
4	70	1.0%
4.5	18	0.3%

Value	Count	Frequency (%)
4.5	18	0.3%
4	70	1.0%
3.5	408	5.9%
3	339	4.9%
2.5	273	3.9%
2	87	1.3%
1.5	6	0.1%
1	8	0.1%

employers
Real number (ℝ_≥0)

MISSING

Distinct	628
Distinct (%)	11.6%
Missing	1516
Missing (%)	21.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.740768947

Minimum	0
Maximum	10.86999989
Zeros	58
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1400000006
Q1	0.6000000238
median	1.450000048
Q3	2.425000072
95-th percentile	4.420000076
Maximum	10.86999989
Range	10.86999989
Interquartile range (IQR)	1.825000048

Descriptive statistics

Standard deviation	1.518537384
Coefficient of variation (CV)	0.8723371285
Kurtosis	5.763855435
Mean	1.740768947
Median Absolute Deviation (MAD)	0.8999998569
Skewness	1.88282576
Sum	9440.189998
Variance	2.305955788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58	0.8%
0.150000006	51	0.7%
0.4799999893	44	0.6%
0.3300000131	43	0.6%
0.4699999988	40	0.6%
0.1199999973	40	0.6%
0.1400000006	39	0.6%
0.05000000075	35	0.5%
0.5	33	0.5%
0.9599999785	32	0.5%
Other values (618)	5008	72.2%
(Missing)	1516	21.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	58	0.8%
0.009999999776	5	0.1%
0.01999999955	4	0.1%
0.02999999933	6	0.1%
0.03999999911	29	0.4%
0.05000000075	35	0.5%
0.05999999866	9	0.1%
0.0700000003	4	0.1%
0.07999999821	11	0.2%
0.09000000358	8	0.1%

Value	Count	Frequency (%)
10.86999989	1	< 0.1%
10.81999969	1	< 0.1%
10.77000046	1	< 0.1%
10.71000004	1	< 0.1%
10.47999954	1	< 0.1%
10.47000027	1	< 0.1%
10.31999969	1	< 0.1%
10.26000023	1	< 0.1%
10.25	1	< 0.1%
10.22999954	1	< 0.1%

management
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	868
Distinct (%)	85.5%
Missing	5924
Missing (%)	85.4%
Infinite	0
Infinite (%)	0.0%
Mean	30.7026601

Minimum	4.21999979
Maximum	60.90999985
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	4.21999979
5-th percentile	15.48800001
Q1	24.75
median	31.45999908
Q3	36.625
95-th percentile	43.23599968
Maximum	60.90999985
Range	56.69000006
Interquartile range (IQR)	11.875

Descriptive statistics

Standard deviation	8.761744902
Coefficient of variation (CV)	0.2853741296
Kurtosis	0.2124899072
Mean	30.7026601
Median Absolute Deviation (MAD)	5.810001373
Skewness	-0.2350916434
Sum	31163.2
Variance	76.76817372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.5	3	< 0.1%
30.54000092	3	< 0.1%
34.25999832	3	< 0.1%
34.34000015	3	< 0.1%
35.58000183	3	< 0.1%
40.25999832	3	< 0.1%
33.31999969	3	< 0.1%
33.13999939	3	< 0.1%
23.11000061	3	< 0.1%
30.81999969	3	< 0.1%
Other values (858)	985	14.2%
(Missing)	5924	85.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.21999979	1	< 0.1%
4.260000229	1	< 0.1%
4.5	1	< 0.1%
5.230000019	1	< 0.1%
5.699999809	1	< 0.1%
5.730000019	1	< 0.1%
5.75	1	< 0.1%
6.079999924	1	< 0.1%
6.400000095	1	< 0.1%
7.619999886	1	< 0.1%

Value	Count	Frequency (%)
60.90999985	1	< 0.1%
59.31000137	1	< 0.1%
57.97000122	1	< 0.1%
55.83000183	1	< 0.1%
54.63999939	1	< 0.1%
54.16999817	1	< 0.1%
53.68000031	1	< 0.1%
51.83000183	1	< 0.1%
50.49000168	1	< 0.1%
50.18999863	1	< 0.1%

fertility rate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3241
Distinct (%)	52.4%
Missing	755
Missing (%)	10.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.123984363

Minimum	0.837
Maximum	8.606
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0.837
5-th percentile	1.31015
Q1	1.796
median	2.5625
Q3	4.321
95-th percentile	6.3367
Maximum	8.606
Range	7.769
Interquartile range (IQR)	2.525

Descriptive statistics

Standard deviation	1.645491002
Coefficient of variation (CV)	0.5267283094
Kurtosis	-0.3178384729
Mean	3.123984363
Median Absolute Deviation (MAD)	0.965
Skewness	0.8637256705
Sum	19318.7193
Variance	2.707640638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.46	28	0.4%
1.6	27	0.4%
1.5	26	0.4%
1.71	25	0.4%
1.34	24	0.3%
1.37	23	0.3%
1.4	23	0.3%
1.57	23	0.3%
1.75	23	0.3%
1.44	22	0.3%
Other values (3231)	5940	85.6%
(Missing)	755	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.837	1	< 0.1%
0.86	1	< 0.1%
0.862	1	< 0.1%
0.868	1	< 0.1%
0.875	1	< 0.1%
0.879	1	< 0.1%
0.9	1	< 0.1%
0.901	1	< 0.1%
0.906	1	< 0.1%
0.911	1	< 0.1%

Value	Count	Frequency (%)
8.606	1	< 0.1%
8.459	1	< 0.1%
8.272	1	< 0.1%
8.048	1	< 0.1%
7.795	1	< 0.1%
7.772	1	< 0.1%
7.761	1	< 0.1%
7.752	1	< 0.1%
7.743	1	< 0.1%
7.734	1	< 0.1%

intentional homicides
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	1955
Distinct (%)	94.2%
Missing	4863
Missing (%)	70.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.34666783

Minimum	0
Maximum	19.17122899
Zeros	121
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.704246345
median	1.339727909
Q3	3.062671185
95-th percentile	8.134190226
Maximum	19.17122899
Range	19.17122899
Interquartile range (IQR)	2.35842484

Descriptive statistics

Standard deviation	2.624446621
Coefficient of variation (CV)	1.118371585
Kurtosis	6.550194652
Mean	2.34666783
Median Absolute Deviation (MAD)	0.8319602577
Skewness	2.318405185
Sum	4871.682414
Variance	6.887720065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	121	1.7%
10.5	2	< 0.1%
0.5223150395	1	< 0.1%
0.9567956912	1	< 0.1%
2.091218972	1	< 0.1%
2.113595001	1	< 0.1%
2.111700384	1	< 0.1%
1.843374208	1	< 0.1%
2.639613561	1	< 0.1%
3.241360116	1	< 0.1%
Other values (1945)	1945	28.0%
(Missing)	4863	70.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	121	1.7%
0.06486761385	1	< 0.1%
0.08434313147	1	< 0.1%
0.112542527	1	< 0.1%
0.1217506279	1	< 0.1%
0.1221483948	1	< 0.1%
0.1251898191	1	< 0.1%
0.1314190339	1	< 0.1%
0.1414106518	1	< 0.1%
0.1531273648	1	< 0.1%

Value	Count	Frequency (%)
19.17122899	1	< 0.1%
18.27690185	1	< 0.1%
17.25303448	1	< 0.1%
17.15812351	1	< 0.1%
16.60357309	1	< 0.1%
15.54689927	1	< 0.1%
14.48846658	1	< 0.1%
14.34340514	1	< 0.1%
14.05624823	1	< 0.1%
13.998614	1	< 0.1%

labor force
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	5655
Distinct (%)	94.5%
Missing	955
Missing (%)	13.8%
Infinite	0
Infinite (%)	0.0%
Mean	50.33109058

Minimum	5.994999886
Maximum	90.55500031
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	5.994999886
5-th percentile	18.03975067
Q1	41.10674858
median	51.06199837
Q3	60.75949955
95-th percentile	77.92239685
Maximum	90.55500031
Range	84.56000042
Interquartile range (IQR)	19.65275097

Descriptive statistics

Standard deviation	16.48750625
Coefficient of variation (CV)	0.3275809458
Kurtosis	-0.1074837848
Mean	50.33109058
Median Absolute Deviation (MAD)	9.769001007
Skewness	-0.2389285789
Sum	301181.246
Variance	271.8378624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50.16799927	3	< 0.1%
50.62099838	3	< 0.1%
60.81999969	3	< 0.1%
55.38999939	3	< 0.1%
59.72100067	3	< 0.1%
54.77799988	3	< 0.1%
51.36399841	3	< 0.1%
49.33300018	3	< 0.1%
55.29199982	3	< 0.1%
49.57600021	3	< 0.1%
Other values (5645)	5954	85.8%
(Missing)	955	13.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.994999886	1	< 0.1%
6.080999851	1	< 0.1%
6.089000225	1	< 0.1%
6.09499979	2	< 0.1%
6.114999771	1	< 0.1%
6.129000187	1	< 0.1%
6.138000011	1	< 0.1%
6.958000183	1	< 0.1%
7.881999969	1	< 0.1%
8.281999588	1	< 0.1%

Value	Count	Frequency (%)
90.55500031	1	< 0.1%
90.07499695	1	< 0.1%
89.57299805	1	< 0.1%
89.0490036	1	< 0.1%
88.5019989	1	< 0.1%
87.93099976	1	< 0.1%
87.81199646	1	< 0.1%
87.66999817	1	< 0.1%
87.52700043	1	< 0.1%
87.38400269	1	< 0.1%

literacy rate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	835
Distinct (%)	98.5%
Missing	6091
Missing (%)	87.8%
Infinite	0
Infinite (%)	0.0%
Mean	78.50512585

Minimum	4.591829777
Maximum	99.99994659
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	4.591829777
5-th percentile	25.74258757
Q1	65.78227234
median	89.7141304
Q3	95.0799408
95-th percentile	99.58349609
Maximum	99.99994659
Range	95.40811682
Interquartile range (IQR)	29.29766846

Descriptive statistics

Standard deviation	23.46639775
Coefficient of variation (CV)	0.2989154848
Kurtosis	0.5855508888
Mean	78.50512585
Median Absolute Deviation (MAD)	8.537853241
Skewness	-1.286348483
Sum	66572.34672
Variance	550.6718235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.59999847	6	0.1%
69	3	< 0.1%
98.59999847	3	< 0.1%
99.41999817	3	< 0.1%
99.73899078	2	< 0.1%
98.25198364	2	< 0.1%
81.65875244	1	< 0.1%
92.9257431	1	< 0.1%
50.91773987	1	< 0.1%
83.45487213	1	< 0.1%
Other values (825)	825	11.9%
(Missing)	6091	87.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.591829777	1	< 0.1%
8.057979584	1	< 0.1%
8.225429535	1	< 0.1%
9.399350166	1	< 0.1%
9.743069649	1	< 0.1%
11.89342976	1	< 0.1%
12.19194984	1	< 0.1%
12.7964201	1	< 0.1%
13.93340969	1	< 0.1%
13.95522976	1	< 0.1%

Value	Count	Frequency (%)
99.99994659	1	< 0.1%
99.997612	1	< 0.1%
99.9958725	1	< 0.1%
99.98587036	1	< 0.1%
99.97840881	1	< 0.1%
99.9759903	1	< 0.1%
99.97576904	1	< 0.1%
99.95819855	1	< 0.1%
99.90947723	1	< 0.1%
99.90792084	1	< 0.1%

poverty gap
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	502
Distinct (%)	29.3%
Missing	5228
Missing (%)	75.3%
Infinite	0
Infinite (%)	0.0%
Mean	15.11917008

Minimum	0
Maximum	100
Zeros	55
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.7
median	6.6
Q3	22.6
95-th percentile	59.85
Maximum	100
Range	100
Interquartile range (IQR)	21.9

Descriptive statistics

Standard deviation	19.32729747
Coefficient of variation (CV)	1.278330581
Kurtosis	1.366215352
Mean	15.11917008
Median Absolute Deviation (MAD)	6.4
Skewness	1.482736149
Sum	25868.9
Variance	373.5444276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	140	2.0%
0.2	61	0.9%
0	55	0.8%
0.3	51	0.7%
0.7	41	0.6%
0.5	39	0.6%
0.4	38	0.5%
0.9	36	0.5%
0.6	26	0.4%
0.8	26	0.4%
Other values (492)	1198	17.3%
(Missing)	5228	75.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	0.8%
0.1	140	2.0%
0.2	61	0.9%
0.3	51	0.7%
0.4	38	0.5%
0.5	39	0.6%
0.6	26	0.4%
0.7	41	0.6%
0.8	26	0.4%
0.9	36	0.5%

Value	Count	Frequency (%)
100	1	< 0.1%
86.6	1	< 0.1%
81	1	< 0.1%
79.7	1	< 0.1%
78.9	1	< 0.1%
78.5	1	< 0.1%
78.1	1	< 0.1%
77.8	1	< 0.1%
77.3	1	< 0.1%
76.6	1	< 0.1%

parliment seats
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	1212
Distinct (%)	26.8%
Missing	2420
Missing (%)	34.9%
Infinite	0
Infinite (%)	0.0%
Mean	17.45537751

Minimum	0
Maximum	63.75
Zeros	181
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1.204819277
Q1	8.849557522
median	15.5
Q3	24.52217815
95-th percentile	39.3442623
Maximum	63.75
Range	63.75
Interquartile range (IQR)	15.67262062

Descriptive statistics

Standard deviation	11.58191808
Coefficient of variation (CV)	0.6635157604
Kurtosis	0.184939012
Mean	17.45537751
Median Absolute Deviation (MAD)	7.396869245
Skewness	0.736857939
Sum	78880.85098
Variance	134.1408265
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	181	2.6%
16.66666667	58	0.8%
11.11111111	54	0.8%
20	46	0.7%
10	36	0.5%
13.33333333	35	0.5%
12.5	35	0.5%
25	35	0.5%
12	35	0.5%
22	34	0.5%
Other values (1202)	3970	57.2%
(Missing)	2420	34.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	181	2.6%
0.3322259136	14	0.2%
0.6153846154	5	0.1%
0.6644518272	3	< 0.1%
0.6688963211	2	< 0.1%
0.9174311927	9	0.1%
1.176470588	4	0.1%
1.19047619	4	0.1%
1.204819277	6	0.1%
1.234567901	2	< 0.1%

Value	Count	Frequency (%)
63.75	4	0.1%
61.25	5	0.1%
56.25	5	0.1%
53.41296928	1	< 0.1%
53.2231405	3	< 0.1%
53.07692308	6	0.1%
50.54945055	1	< 0.1%
50	8	0.1%
49.16666667	1	< 0.1%
48.85620915	5	0.1%

unpaid domestic
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	147
Distinct (%)	83.1%
Missing	6762
Missing (%)	97.4%
Infinite	0
Infinite (%)	0.0%
Mean	17.85448271

Minimum	5.02051
Maximum	31.04081
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	5.02051
5-th percentile	11.788292
Q1	15.41667
median	17.29571
Q3	20.05833
95-th percentile	25.249998
Maximum	31.04081
Range	26.0203
Interquartile range (IQR)	4.64166

Descriptive statistics

Standard deviation	4.094182139
Coefficient of variation (CV)	0.2293083594
Kurtosis	1.396815851
Mean	17.85448271
Median Absolute Deviation (MAD)	2.15682
Skewness	0.3623740887
Sum	3160.24344
Variance	16.76232739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.625	4	0.1%
20.83333	3	< 0.1%
20.55556	3	< 0.1%
14.58333	3	< 0.1%
16.25	3	< 0.1%
18.95833	3	< 0.1%
15	3	< 0.1%
15.55556	3	< 0.1%
19.79167	2	< 0.1%
17.63889	2	< 0.1%
Other values (137)	148	2.1%
(Missing)	6762	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.02051	1	< 0.1%
6.29234	1	< 0.1%
8.19444	1	< 0.1%
8.68056	1	< 0.1%
10	1	< 0.1%
10.41667	2	< 0.1%
10.83333	1	< 0.1%
11.60814	1	< 0.1%
11.83333	1	< 0.1%
12.5	1	< 0.1%

Value	Count	Frequency (%)
31.04081	1	< 0.1%
29.52199	1	< 0.1%
29.11243	1	< 0.1%
28.47222	1	< 0.1%
27.76825	1	< 0.1%
27.70833	2	< 0.1%
26.11111	1	< 0.1%
25.41667	1	< 0.1%
25.20833	1	< 0.1%
24.09722	1	< 0.1%

gender parity index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3923
Distinct (%)	83.9%
Missing	2265
Missing (%)	32.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.9566850937

Minimum	0
Maximum	1.253069997
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.7476680189
Q1	0.9535724968
median	0.9854900241
Q3	1.0000875
95-th percentile	1.032538998
Maximum	1.253069997
Range	1.253069997
Interquartile range (IQR)	0.04651500285

Descriptive statistics

Standard deviation	0.09339480223
Coefficient of variation (CV)	0.09762334842
Kurtosis	12.45280335
Mean	0.9566850937
Median Absolute Deviation (MAD)	0.01860994101
Skewness	-2.829682667
Sum	4471.546128
Variance	0.008722589084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9971100092	5	0.1%
0.9834399819	5	0.1%
0.9983699918	5	0.1%
0.9921500087	5	0.1%
0.9689400196	5	0.1%
0.9923700094	4	0.1%
1.000749946	4	0.1%
0.9994699955	4	0.1%
1.001510024	4	0.1%
0.9947599769	4	0.1%
Other values (3913)	4629	66.7%
(Missing)	2265	32.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.0848999992	1	< 0.1%
0.3530699909	1	< 0.1%
0.4328199923	1	< 0.1%
0.4424299896	1	< 0.1%
0.4470199943	1	< 0.1%
0.4538899958	1	< 0.1%
0.4569300115	1	< 0.1%
0.4597800076	1	< 0.1%
0.4604099989	1	< 0.1%

Value	Count	Frequency (%)
1.253069997	1	< 0.1%
1.209560037	1	< 0.1%
1.205129981	1	< 0.1%
1.177060008	1	< 0.1%
1.167019963	1	< 0.1%
1.161039948	1	< 0.1%
1.156690001	1	< 0.1%
1.154989958	1	< 0.1%
1.152349949	1	< 0.1%
1.151010036	1	< 0.1%

primary enrollment
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2237
Distinct (%)	100.0%
Missing	4702
Missing (%)	67.8%
Infinite	0
Infinite (%)	0.0%
Mean	83.68204569

Minimum	13.69764
Maximum	99.98995
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	13.69764
5-th percentile	45.215752
Q1	80.63427
median	89.69032
Q3	94.89117
95-th percentile	98.44147
Maximum	99.98995
Range	86.29231
Interquartile range (IQR)	14.2569

Descriptive statistics

Standard deviation	17.06286072
Coefficient of variation (CV)	0.2039010946
Kurtosis	2.603778972
Mean	83.68204569
Median Absolute Deviation (MAD)	5.89703
Skewness	-1.759647035
Sum	187196.7362
Variance	291.1412159
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.12867	1	< 0.1%
97.77392	1	< 0.1%
97.02954	1	< 0.1%
95.61267	1	< 0.1%
95.42382	1	< 0.1%
98.78624	1	< 0.1%
99.04296	1	< 0.1%
99.40025	1	< 0.1%
97.8187	1	< 0.1%
98.21078	1	< 0.1%
Other values (2227)	2227	32.1%
(Missing)	4702	67.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13.69764	1	< 0.1%
15.47124	1	< 0.1%
15.57176	1	< 0.1%
16.02055	1	< 0.1%
16.88337	1	< 0.1%
17.12235	1	< 0.1%
17.27408	1	< 0.1%
17.39823	1	< 0.1%
18.56885	1	< 0.1%
19.14915	1	< 0.1%

Value	Count	Frequency (%)
99.98995	1	< 0.1%
99.96438	1	< 0.1%
99.96022	1	< 0.1%
99.9328	1	< 0.1%
99.89481	1	< 0.1%
99.89115	1	< 0.1%
99.8896	1	< 0.1%
99.8375	1	< 0.1%
99.8099	1	< 0.1%
99.80466	1	< 0.1%

teenage mothers
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	228
Distinct (%)	67.1%
Missing	6599
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	19.13376471

Minimum	1.6
Maximum	46.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	1.6
5-th percentile	4.4
Q1	9.975
median	18.05
Q3	26.45
95-th percentile	37.215
Maximum	46.4
Range	44.8
Interquartile range (IQR)	16.475

Descriptive statistics

Standard deviation	10.53935851
Coefficient of variation (CV)	0.5508251341
Kurtosis	-0.7635241677
Mean	19.13376471
Median Absolute Deviation (MAD)	8.15
Skewness	0.3790100614
Sum	6505.48
Variance	111.0780778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.5	4	0.1%
20.5	4	0.1%
17.6	4	0.1%
4.4	3	< 0.1%
29	3	< 0.1%
13.7	3	< 0.1%
17.5	3	< 0.1%
25.2	3	< 0.1%
13.8	3	< 0.1%
35	3	< 0.1%
Other values (218)	307	4.4%
(Missing)	6599	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.6	1	< 0.1%
2.1	1	< 0.1%
2.8	1	< 0.1%
3.4	1	< 0.1%
3.5	1	< 0.1%
3.6	2	< 0.1%
3.72	1	< 0.1%
3.8	1	< 0.1%
4.06	1	< 0.1%
4.1	2	< 0.1%

Value	Count	Frequency (%)
46.4	2	< 0.1%
43.1	1	< 0.1%
42.9	1	< 0.1%
42.5	1	< 0.1%
41.5	1	< 0.1%
41	1	< 0.1%
40.4	2	< 0.1%
40	1	< 0.1%
39.3	2	< 0.1%
38.9	1	< 0.1%

married by 18
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	359
Distinct (%)	71.5%
Missing	6437
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	27.76379753

Minimum	0
Maximum	83.5
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0
5-th percentile	4.705
Q1	14.9
median	25.5
Q3	38.05
95-th percentile	60.585
Maximum	83.5
Range	83.5
Interquartile range (IQR)	23.15

Descriptive statistics

Standard deviation	16.93559096
Coefficient of variation (CV)	0.609988275
Kurtosis	-0.003174762281
Mean	27.76379753
Median Absolute Deviation (MAD)	11.4
Skewness	0.637418689
Sum	13937.42636
Variance	286.8142412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	4	0.1%
22	4	0.1%
31	4	0.1%
30.5	4	0.1%
23	4	0.1%
18.5	3	< 0.1%
43.3	3	< 0.1%
35.9	3	< 0.1%
39	3	< 0.1%
18.9	3	< 0.1%
Other values (349)	467	6.7%
(Missing)	6437	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.1	4	0.1%
0.2	1	< 0.1%
1.48592558	1	< 0.1%
1.6	1	< 0.1%
1.8	1	< 0.1%
2.2	1	< 0.1%
2.5	1	< 0.1%
3.2	3	< 0.1%
3.496291	1	< 0.1%

Value	Count	Frequency (%)
83.5	1	< 0.1%
76.6	1	< 0.1%
76.3	1	< 0.1%
74.5	1	< 0.1%
73.3	1	< 0.1%
72	1	< 0.1%
71.4	1	< 0.1%
70.6	1	< 0.1%
69.9	1	< 0.1%
68.7	1	< 0.1%

labor category
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.1%
Missing	955
Missing (%)	13.8%
Memory size	54.3 KiB

middle labor	3807
low labor	1427
high labor	750

Length

Max length	12
Median length	12
Mean length	11.0339238
Min length	9

Characters and Unicode

Total characters	66027
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	low labor
2nd row	low labor
3rd row	low labor
4th row	low labor
5th row	low labor

Common Values

Value	Count	Frequency (%)
middle labor	3807	54.9%
low labor	1427	20.6%
high labor	750	10.8%
(Missing)	955	13.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
labor	5984	50.0%
middle	3807	31.8%
low	1427	11.9%
high	750	6.3%

Most occurring characters

Value	Count	Frequency (%)
l	11218	17.0%
d	7614	11.5%
o	7411	11.2%
	5984	9.1%
a	5984	9.1%
b	5984	9.1%
r	5984	9.1%
i	4557	6.9%
m	3807	5.8%
e	3807	5.8%
Other values (3)	3677	5.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	60043	90.9%
Space Separator	5984	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	11218	18.7%
d	7614	12.7%
o	7411	12.3%
a	5984	10.0%
b	5984	10.0%
r	5984	10.0%
i	4557	7.6%
m	3807	6.3%
e	3807	6.3%
h	1500	2.5%
Other values (2)	2177	3.6%

Space Separator

Value	Count	Frequency (%)
	5984	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60043	90.9%
Common	5984	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	11218	18.7%
d	7614	12.7%
o	7411	12.3%
a	5984	10.0%
b	5984	10.0%
r	5984	10.0%
i	4557	7.6%
m	3807	6.3%
e	3807	6.3%
h	1500	2.5%
Other values (2)	2177	3.6%

Common

Value	Count	Frequency (%)
	5984	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66027	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	11218	17.0%
d	7614	11.5%
o	7411	11.2%
	5984	9.1%
a	5984	9.1%
b	5984	9.1%
r	5984	9.1%
i	4557	6.9%
m	3807	5.8%
e	3807	5.8%
Other values (3)	3677	5.6%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

Indicator Name	df_index	Country Name	year	CPI human resources	CPIA gender equality	CPIA social protection	employers	management	fertility rate	intentional homicides	labor force	literacy rate	poverty gap	parliment seats	unpaid domestic	gender parity index	primary enrollment	teenage mothers	married by 18	labor category
0	30	Afghanistan	1990.0	NaN	NaN	NaN	NaN	NaN	7.466	NaN	15.180	NaN	NaN	NaN	NaN	0.54850	NaN	NaN	NaN	low labor
1	31	Afghanistan	1991.0	NaN	NaN	NaN	0.05	NaN	7.479	NaN	15.214	NaN	NaN	NaN	NaN	0.54788	NaN	NaN	NaN	low labor
2	32	Afghanistan	1992.0	NaN	NaN	NaN	0.05	NaN	7.502	NaN	15.223	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	low labor
3	33	Afghanistan	1993.0	NaN	NaN	NaN	0.05	NaN	7.535	NaN	15.197	NaN	NaN	NaN	NaN	0.35307	13.69764	NaN	NaN	low labor
4	34	Afghanistan	1994.0	NaN	NaN	NaN	0.05	NaN	7.572	NaN	15.178	NaN	NaN	NaN	NaN	0.50580	NaN	NaN	NaN	low labor
5	35	Afghanistan	1995.0	NaN	NaN	NaN	0.05	NaN	7.606	NaN	15.221	NaN	NaN	NaN	NaN	0.51505	NaN	NaN	NaN	low labor
6	36	Afghanistan	1996.0	NaN	NaN	NaN	0.05	NaN	7.629	NaN	15.078	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	low labor
7	37	Afghanistan	1997.0	NaN	NaN	NaN	0.05	NaN	7.632	NaN	14.954	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	low labor
8	38	Afghanistan	1998.0	NaN	NaN	NaN	0.05	NaN	7.610	NaN	14.873	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	low labor
9	39	Afghanistan	1999.0	NaN	NaN	NaN	0.04	NaN	7.561	NaN	14.827	NaN	NaN	NaN	NaN	0.08490	NaN	NaN	NaN	low labor

Last rows

Indicator Name	df_index	Country Name	year	CPI human resources	CPIA gender equality	CPIA social protection	employers	management	fertility rate	intentional homicides	labor force	literacy rate	poverty gap	parliment seats	unpaid domestic	gender parity index	primary enrollment	teenage mothers	married by 18	labor category
6929	13396	Zimbabwe	2012.0	2.0	3.0	2.0	0.32	NaN	4.058	NaN	78.475998	NaN	NaN	14.953271	NaN	0.98006	NaN	NaN	NaN	high labor
6930	13397	Zimbabwe	2013.0	2.5	3.0	2.0	0.32	NaN	4.030	NaN	79.411003	NaN	NaN	31.481481	NaN	0.97872	NaN	NaN	NaN	high labor
6931	13398	Zimbabwe	2014.0	3.5	4.0	2.5	0.30	NaN	3.974	NaN	80.314003	88.283829	NaN	31.481481	NaN	NaN	NaN	NaN	33.500000	high labor
6932	13399	Zimbabwe	2015.0	3.5	4.0	2.5	0.31	NaN	3.896	NaN	80.299004	NaN	NaN	31.481481	NaN	0.97974	NaN	21.6	32.400000	high labor
6933	13400	Zimbabwe	2016.0	3.5	4.0	2.5	0.31	NaN	3.804	NaN	80.279999	NaN	NaN	31.481481	NaN	0.98341	NaN	NaN	NaN	high labor
6934	13401	Zimbabwe	2017.0	4.0	4.0	2.5	0.29	NaN	3.707	NaN	80.285004	NaN	45.2	32.575758	NaN	0.99222	NaN	NaN	NaN	high labor
6935	13402	Zimbabwe	2018.0	4.0	4.0	3.0	0.28	NaN	3.615	NaN	80.308998	NaN	NaN	31.481481	NaN	0.99664	NaN	NaN	NaN	high labor
6936	13403	Zimbabwe	2019.0	4.0	4.0	3.0	0.25	28.07	3.531	NaN	80.338997	NaN	48.4	31.851852	NaN	0.99917	NaN	NaN	33.658057	high labor
6937	13404	Zimbabwe	2020.0	4.0	4.0	3.0	NaN	NaN	3.460	NaN	78.980003	NaN	NaN	31.851852	NaN	1.00511	NaN	NaN	NaN	high labor
6938	13405	Zimbabwe	2021.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	79.307999	NaN	NaN	31.851852	NaN	NaN	NaN	NaN	NaN	high labor

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows